New York Gov. Andrew Cuomo has more than $33 million on hand for his re-election effort this year, according to filings his campaign made on Wednesday with the state Board of Elections, even as he faces no declared challenger as of yet in the coming gubernatorial race.

Mr. Cuomo, a Democrat, raised slightly more than $7 million in the past six months, primarily from a combination of real-estate and business interests, including large...